computers the ability to learn without being explicitly programmed.” - Arthur Samuel • “A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P, if its performance at tasks in T, as measured by P, improves with experience E.” - Tom Mitchell • : ߄قѱਸ فח ஹೊఠ - E = ߄قѱਸ فח ҃ - T = ߄قѱਸ فח ೯ਤ - P = ஹೊఠо ౸ ߄قਸ ӡ ഛܫ
function of x) (function of the parameters ) (for fixed , this is a function of x) (function of the parameters ) (for fixed , this is a function of x) (function of the parameters ) (for fixed , this is a function of x) (function of the parameters )
function of x) (function of the parameters ) (for fixed , this is a function of x) (function of the parameters ) (for fixed , this is a function of x) (function of the parameters ) (for fixed , this is a function of x) (function of the parameters )